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- Brugge, M H ter, et al.
(författare)
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Morphological Template Decomposition for DT-CNN
- 2002
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Ingår i: Proceedings BNAIC?02. ; , s. 35-42
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Konferensbidrag (refereegranskat)abstract
- In this paper the established link between Mathematical Morphology and DT-CNN is used to derive a new template decomposition procedure. It is based on the decomposition of morphological structuring elements. From a practical point of view, template decomposition is an important issue since image processing operations can be non-local while the cells in physical DT-CNN realizations often only communicate with cells in their direct neighborhood. Here we apply techniques from morphological algebra to derive a DT-CNN template decomposition strategy, which is far more efficient in terms of the number of templates in the decomposition than the traditional decomposition strategy. In a typical 9 x 9 example, the number of templates reduces from 125 to 14.
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- terBrugge, M H, et al.
(författare)
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Optimal decomposition of large-neighborhood CNN templates
- 2004
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Ingår i: Proceedings 8th CNNA. ; , s. 160-165
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Konferensbidrag (refereegranskat)abstract
- From a practical point of view, template decomposition is an important issue since image processing operations can be non−local while the cells in physical CNN realizations often only communicate with cells in their direct neighborhood. In this paper the existing relation between Mathematical Morphology and CNNs is used to derive an optimal template decomposition strategy for a specific class of templates. The strategy is based on the decomposition of morphological structuring elements.
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